• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Anomaly Detection and Repair on Mobile Sensor Networks Using Immunity-based System

Research Project

Project/Area Number 22500063
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Computer system/Network
Research InstitutionNagoya City University

Principal Investigator

WATANABE Yuji  名古屋市立大学, 大学院システム自然科学研究科, 准教授 (60314100)

Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2011: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywordsセンサネットワーク / 免疫型システム / 統計的経路上フィルタリング / 偽造データ送出攻撃 / ノード修復 / 免疫型診断モデル / 経路上フィルタリング / 偽造データ検出 / 改ざんノード
Research Abstract

The aim of this study is more efficient anomaly detection and node repair on wireless sensor network using an immunity-based system. We have proposed an immunity-based statistical en-route filtering, where each node assigns credibility to its neighboring nodes, updates the credibility based onthe success or failure of filtering and communication, and then uses the updated credibility as the probability of the next communication. Simulation results and mathematical analysis showed that the proposed scheme could achieve earlier detection of false data than the original one.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (13 results)

All 2012 2011 2010 Other

All Journal Article (6 results) (of which Peer Reviewed: 6 results) Presentation (6 results) Book (1 results)

  • [Journal Article] Performance Evaluation of Immunity-based Statistical En-route Filtering in Wireless Sensor Networks2011

    • Author(s)
      Yuji Watanabe
    • Journal Title

      Artificial Life and Robotics

      Volume: Vol.16, No.3 Issue: 3 Pages: 422-425

    • DOI

      10.1007/s10015-011-0969-x

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Analysis of Immunity-based Statistical En-route Filtering in Wireless Sensor Networks2011

    • Author(s)
      Yuji Watanabe
    • Journal Title

      Proceeding of the International Conference on Management of Emergent Digital EcoSystems

      Volume: Vol.3 Pages: 250-256

    • DOI

      10.1145/2077489.2077536

    • Related Report
      2012 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Immunity-based Scheme for Statistical En-route Filtering in Wireless Sensor Networks2010

    • Author(s)
      Yuji Watanabe
    • Journal Title

      Lecture Notes in Computer Science (Knowledge-Based Intelligent Information and Engineering Systems)

      Volume: Vol.6278 Pages: 660-665

    • DOI

      10.1007/978-3-642-15393-8_74

    • ISBN
      9783642153921, 9783642153938
    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Secure Routing Scheme for Mobile Wireless Sensor Networks2010

    • Author(s)
      Yuji Watanabe and Tong Tran Nhat Linh
    • Journal Title

      Artificial Life and Robotics

      Volume: Vol.15, No.3 Issue: 3 Pages: 302-305

    • DOI

      10.1007/s10015-010-0812-9

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Secure Routing Scheme for Mobile Wireless Sensor Networks2010

    • Author(s)
      Yuji Watanabe, Tong Linh
    • Journal Title

      Artificial Life and Robotics

      Volume: Vol.15 Pages: 302-305

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Immunity-based Scheme for Statistical En-route Filtering in Wireless Sensor Networks2010

    • Author(s)
      Yuji Watanabe
    • Journal Title

      Lecture Notes in Computer Science, Knowledge-Based Intelligent Information and Engineering Systems

      Volume: Vol.6278 Pages: 660-665

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] 無線センサネットワークにおける近隣信用度を用いた統計的経路フィルタリングに関する一考察2012

    • Author(s)
      渡邊裕司、田村知嗣
    • Organizer
      コンピュータセキュリティシンポジウム 2012
    • Place of Presentation
      松江
    • Year and Date
      2012-10-31
    • Related Report
      2012 Final Research Report
  • [Presentation] A Multipath Immunity-based Statistical En-route Filtering in Wireless Sensor Networks2012

    • Author(s)
      Yuji Watanabe and Tomotsugu Tamura
    • Organizer
      The Seventeenth International Symposium on Artificial Life and Robotics
    • Place of Presentation
      別府
    • Year and Date
      2012-01-21
    • Related Report
      2012 Final Research Report
  • [Presentation] A Multipath Immunity-based Statistical En-route Filtering in Wireless Sensor Networks2012

    • Author(s)
      Yuji Watanabe
    • Organizer
      The Seventeenth International Symposium on Artificial Life and Robotics
    • Place of Presentation
      B-CON PLAZA(別府)
    • Year and Date
      2012-01-21
    • Related Report
      2011 Annual Research Report
  • [Presentation] 無線センサネットワークにおける統計的経路フィルタリングへの免疫的アプローチ2011

    • Author(s)
      渡邊裕司、田村知嗣
    • Organizer
      第23回自律分散システム・シンポジウム
    • Place of Presentation
      北海道
    • Year and Date
      2011-01-30
    • Related Report
      2012 Final Research Report
  • [Presentation] 無線センサネットワークにおける統計的経路フィルタリングへの免疫的アプローチ2011

    • Author(s)
      渡邊裕司
    • Organizer
      第23回自律分散システム・シンポジウム
    • Place of Presentation
      北海道大学(北海道)
    • Year and Date
      2011-01-30
    • Related Report
      2010 Annual Research Report
  • [Presentation] 無線センサネットワークにおける近隣信用度を用いた統計的経路フィルタリングに関する一考察

    • Author(s)
      渡邊裕司
    • Organizer
      コンピュータセキュリティシンポジウム2012
    • Place of Presentation
      くにびきメッセ(松江)
    • Related Report
      2012 Annual Research Report
  • [Book] 12.5 免疫アルゴリズム、電気学会・進化技術応用調査専門委員会編者、進化技術ハンドブック 第I巻基礎編2010

    • Author(s)
      渡邊裕司
    • Publisher
      近代科学社
    • Related Report
      2012 Final Research Report

URL: 

Published: 2010-08-23   Modified: 2019-07-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi